Distributed Operation Management of Battery Swapping-Charging Systems

被引:88
作者
Liu, Xiaochuan [1 ]
Zhao, Tianyang [2 ]
Yao, Shuhan [3 ]
Soh, Cheong Boon [1 ]
Wang, Peng [1 ]
机构
[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore, Singapore
[2] Nanyang Technol Univ, Energy Reseach Inst, Singapore, Singapore
[3] Nanyang Technol Univ, Interdisciplinary Grad Sch, Singapore, Singapore
关键词
Closed-loop supply chain; battery logistics; time-space network; distributed optimization; LOOP SUPPLY CHAIN; ENERGY; STATION;
D O I
10.1109/TSG.2018.2880449
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Battery swapping-charging system (BSCS) is a promising solution to provide better battery swapping service to electric vehicles. To achieve the optimal operation of BSCSs, a closed-loop supply chain-based BSCS model is proposed to realize the combined operation of battery charging stations and battery swapping stations (BSSs) while the quality of battery swapping service at BSSs is ensured with a network calculus-based service model. The battery logistics within the BSCS is modeled based on a time-space network (TSN) technique. The charging and the logistics of depleted batteries and well-charged batteries are optimally managed to maximize the revenue of the BSCS. The optimization problem is formulated as a mixed-integer linear programming model with various TSN and operation constraints. Random-permuted alternating direction method of multipliers is applied as a heuristic to solve the problem in a distributed way. Simulation results verify the feasibility of the proposed model and the heuristic solution with small optimality losses and less computation time.
引用
收藏
页码:5320 / 5333
页数:14
相关论文
共 50 条
[1]   Operation Management of Multiregion Battery Swapping-Charging Networks for Electrified Public Transportation Systems [J].
Liu, Xiaochuan ;
Soh, Cheong Boon ;
Yao, Shuhan ;
Zhang, Huajun ;
Zhao, Tianyang .
IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2020, 6 (03) :1013-1025
[2]   Optimal Operation of Battery Swapping-charging Systems Considering Quality-of-service Constraints [J].
Xu, Qianwen ;
Wang, Peng ;
Zhao Tiayang .
2017 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, 2017,
[3]   Real-Time Operation Management for Battery Swapping-Charging System via Multi-Agent Deep Reinforcement Learning [J].
Liang, Yanchang ;
Ding, Zhaohao ;
Zhao, Tianyang ;
Lee, Wei-Jen .
IEEE TRANSACTIONS ON SMART GRID, 2023, 14 (01) :559-571
[4]   Joint Optimal Scheduling for Electric Vehicle Battery Swapping-charging Systems Based on Wind Farms [J].
Ban, Mingfei ;
Yu, Jilai ;
Yao, Yiyun .
CSEE JOURNAL OF POWER AND ENERGY SYSTEMS, 2021, 7 (03) :555-566
[5]   A novel coordinative spatio-temporal operation strategy for EV battery swapping-charging system based on mobile battery energy storage [J].
Liu, Zhijian ;
Li, Duanyu ;
Dai, Jing ;
Li, Pengcheng ;
Yan, Wenguo .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2025, 170
[6]   Distributed distributionally robust optimization of distribution network incorporating novel battery charging and swapping station [J].
Zhao, Xianqiu ;
Xu, Qingshan ;
Yang, Yongbiao ;
Zhou, Gan .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2024, 155
[7]   Electric Vehicle Battery Swapping-Charging System in Power Generation Scheduling for Managing Ambient Air Quality and Human Health Conditions [J].
Ban, Mingfei ;
Yu, Jilai ;
Shahidehpour, Mohammad ;
Guo, Danyang ;
Yao, Yiyun .
IEEE TRANSACTIONS ON SMART GRID, 2019, 10 (06) :6812-6825
[8]   Battery-swapping facility planning for electric buses with local charging systems [J].
An, Kun ;
Jing, Wentao ;
Kim, Inhi .
INTERNATIONAL JOURNAL OF SUSTAINABLE TRANSPORTATION, 2020, 14 (07) :489-502
[9]   Routing and Charging Scheduling for EV Battery Swapping Systems: Hypergraph-Based Heterogeneous Multiagent Deep Reinforcement Learning [J].
Mao, Shuai ;
Jin, Jiangliang ;
Xu, Yunjian .
IEEE TRANSACTIONS ON SMART GRID, 2024, 15 (05) :4903-4916
[10]   Closed-loop Supply Chain Based Battery Swapping and Charging System Operation: A Hierarchy Game Approach [J].
Zhao, Tianyang ;
Zhang, Jianhua ;
Wang, Peng .
CSEE JOURNAL OF POWER AND ENERGY SYSTEMS, 2019, 5 (01) :35-45